Limitations of Classification and Regression Tree analysis in Vancomycin Exposure-Response relationship studies: insights from data simulation

Clinical Microbiology and Infection ◽

10.1016/j.cmi.2021.07.028 ◽

2021 ◽

Author(s):

Bruce R. Dalton ◽

Anish Krishnan ◽

Jackson J. Stewart ◽

Sarah CJ. Jorgensen

Keyword(s):

Regression Tree ◽

Classification And Regression Tree ◽

Response Relationship ◽

Data Simulation ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Exposure Response ◽

Classification And Regression

Download Full-text

Response to Rhodes and Yarnold regarding “limitations of classification and regression tree analysis in vancomycin exposure-response relationship studies: insights from data simulation” (CLM-21-22045)

Clinical Microbiology and Infection ◽

10.1016/j.cmi.2021.08.025 ◽

2021 ◽

Author(s):

Bruce R. Dalton ◽

Anish Krishnan ◽

Jackson J. Stewart ◽

Sarah CJ. Jorgensen

Keyword(s):

Regression Tree ◽

Classification And Regression Tree ◽

Response Relationship ◽

Data Simulation ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Exposure Response ◽

Classification And Regression

Download Full-text

Response to “Limitations of classification and regression tree analysis in vancomycin exposure-response relationship studies: insights from data simulation”

Clinical Microbiology and Infection ◽

10.1016/j.cmi.2021.08.013 ◽

2021 ◽

Author(s):

Nathaniel J. Rhodes ◽

Paul R. Yarnold

Keyword(s):

Regression Tree ◽

Classification And Regression Tree ◽

Response Relationship ◽

Data Simulation ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Exposure Response ◽

Classification And Regression

Download Full-text

Predicting the Recurrence of Child Maltreatment: A Classification and Regression Tree Analysis

PsycEXTRA Dataset ◽

10.1037/e517322011-501 ◽

2007 ◽

Author(s):

Eve Sledjeski ◽

Lisa Dierker ◽

Rebecca Brigham ◽

Eileen Breslin

Keyword(s):

Child Maltreatment ◽

Regression Tree ◽

Classification And Regression Tree ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Classification And Regression

Download Full-text

8 Developing a casemix classification for specialist palliative care: a multi-centre cohort study to develop a patient-specific prediction model for the cost of specialist palliative care using classification and regression tree analysis

10.1136/spcare-2021-pcc.8 ◽

2021 ◽

Author(s):

Fliss EM Murtagh ◽

Alice Firth ◽

Ping Guo ◽

Ka Man Yip ◽

Christina Ramsenthaler ◽

...

Keyword(s):

Palliative Care ◽

Regression Tree ◽

Classification And Regression Tree ◽

Patient Specific ◽

Specialist Palliative Care ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Specific Prediction ◽

Classification And Regression ◽

The Cost

Download Full-text

Identifying Population Groups with Low Palliative Care Program Enrolment Using Classification and Regression Tree Analysis

Journal of Palliative Care ◽

10.1177/082585971102700205 ◽

2011 ◽

Vol 27 (2) ◽

pp. 98-106 ◽

Cited By ~ 11

Author(s):

Jun Gao ◽

Grace M. Johnston ◽

M. Ruth Lavergne ◽

Paul McIntyre

Keyword(s):

Palliative Care ◽

Regression Tree ◽

Care Program ◽

Classification And Regression Tree ◽

Palliative Care Program ◽

Tree Analysis ◽

Population Groups ◽

Regression Tree Analysis ◽

Classification And Regression

Download Full-text

Vision Survival after Open Globe Injury Predicted by Classification and Regression Tree Analysis

Ophthalmology ◽

10.1016/j.ophtha.2007.04.008 ◽

2008 ◽

Vol 115 (1) ◽

pp. 202-209 ◽

Cited By ~ 105

Author(s):

G.W. Schmidt ◽

A.T. Broman ◽

H.B. Hindman ◽

Michael P. Grant

Keyword(s):

Regression Tree ◽

Classification And Regression Tree ◽

Open Globe Injury ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Open Globe ◽

Classification And Regression

Download Full-text

679: Predicting delivery route in nulliparas with classification and regression tree analysis

American Journal of Obstetrics and Gynecology ◽

10.1016/j.ajog.2010.10.699 ◽

2011 ◽

Vol 204 (1) ◽

pp. S268

Author(s):

Michelle Kominiarek ◽

Paul VanVeldhuisen ◽

Kimberly Gregory ◽

Moshe Fridman ◽

Judith Hibbard

Keyword(s):

Regression Tree ◽

Classification And Regression Tree ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Classification And Regression ◽

Delivery Route

Download Full-text

Prediction of large esophageal varices in cirrhotic patients using classification and regression tree analysis

Clinics ◽

10.1590/s1807-59322011000100021 ◽

2011 ◽

Vol 66 (1) ◽

pp. 119-124 ◽

Cited By ~ 10

Author(s):

Wan-dong Hong ◽

Le-mei Dong ◽

Zen-cai Jiang ◽

Qi-huai Zhu ◽

Shu-Qing Jin

Keyword(s):

Esophageal Varices ◽

Regression Tree ◽

Classification And Regression Tree ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Cirrhotic Patients ◽

Classification And Regression

Download Full-text

A Study of Forty-seven Single Nucleotide Polymorphisms among Recurrent Miscarriage Using Classification and Regression Tree Analysis

American Journal of Reproductive Immunology ◽

10.1111/aji.12152 ◽

2013 ◽

Vol 70 (6) ◽

pp. 529-537 ◽

Cited By ~ 1

Author(s):

Farah Parveen ◽

Suraksha Agrawal

Keyword(s):

Single Nucleotide Polymorphisms ◽

Recurrent Miscarriage ◽

Regression Tree ◽

Classification And Regression Tree ◽

Nucleotide Polymorphisms ◽

Single Nucleotide ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Classification And Regression

Download Full-text

WHAT IMPACTS THE QUALITY OF COMPARATIVE-EFFECTIVENESS RESEARCH: A CLASSIFICATION AND REGRESSION TREE ANALYSIS USING THE GRACE CHECKLIST

Value in Health ◽

10.1016/j.jval.2016.03.1972 ◽

2016 ◽

Vol 19 (3) ◽

pp. A277

Author(s):

A. Bryant ◽

A.B. Mendelsohn ◽

S. Viswanathan ◽

N.A. Dreyer

Keyword(s):

Comparative Effectiveness Research ◽

Comparative Effectiveness ◽

Regression Tree ◽

Classification And Regression Tree ◽

Effectiveness Research ◽

Tree Analysis ◽

Regression Tree Analysis ◽

Classification And Regression

Download Full-text